Kivanç Köse

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

Confocal Microscopy Images

Top Venues

IEEE J. Sel. Top. Signal Process.

Medical Image Anal.

Publications

Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. CoRR (2023)
Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. NeurIPS (2023)
Max Torop, Sandesh Ghimire, WenQian Liu, Dana H. Brooks, Octavia I. Camps, Milind Rajadhyaksha, Jennifer G. Dy, Kivanç Köse
Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection. CoRR (2021)
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net). Medical Image Anal. 67 (2021)
Veronica Rotemberg, Nicholas Kurtansky, Brigid Betz-Stablein, Liam J. Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen W. Dusza, Pascale Guitera, David A. Gutman, Allan Halpern, Harald Kittler, Kivanç Köse, Steve Langer, Konstantinos Liopryis, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR (2020)
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net). CoRR (2020)
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images. CoRR (2018)
Alican Bozkurt, Kivanç Köse, Christi Alessi-Fox, Melissa Gill, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin. MICCAI (2) (2018)
Alican Bozkurt, Kivanç Köse, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha
Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention. CoRR (2017)
Alican Bozkurt, Trevor Gale, Kivanç Köse, Christi Alessi-Fox, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks. CVPR Workshops (2017)
Sindhu Ghanta, Michael I. Jordan, Kivanç Köse, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin. IEEE Trans. Image Process. 26 (1) (2017)
Mohammad Tofighi, Onur Yorulmaz, Kivanç Köse, Deniz Cansen Yildirim, Rengül Çetin-Atalay, A. Enis Çetin
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images. IEEE J. Sel. Top. Signal Process. 10 (1) (2016)
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
Denoising images corrupted by impulsive noise using projections onto the epigraph set of the total variation function (PES-TV). Signal Image Video Process. 9 (Supplement-1) (2015)
Kivanç Köse, Osman Gunay, A. Enis Çetin
Compressive sensing using the modified entropy functional. Digit. Signal Process. 24 (2014)
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
Signal Reconstruction Framework Based On Projections Onto Epigraph Set Of A Convex Cost Function (PESC). CoRR (2014)
Mohammad Tofighi, Alican Bozkurt, Kivanç Köse, A. Enis Çetin
Deconvolution using projections onto the epigraph set of a convex cost function. SIU (2014)
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
Denoising using projections onto the epigraph set of convex cost functions. ICIP (2014)
A. Enis Çetin, Alican Bozkurt, Osman Günay, Yusuf Hakan Habiboglu, Kivanç Köse, Ibrahim Onaran, Mohammad Tofighi, Rasim Akin Sevimli
Projections onto convex sets (POCS) based optimization by lifting. GlobalSIP (2013)
Mohammad Tofighi, Kivanç Köse, Ahmet Enis Çetin
Denoising Using Projection Onto Convex Sets (POCS) Based Framework. CoRR (2013)
Alaa Eleyan, Kivanç Köse, A. Enis Çetin
Image Feature Extraction Using Compressive Sensing. IP&C (2013)
Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin
Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video. IEEE Trans. Image Process. 21 (5) (2012)
Kivanç Köse, A. Enis Çetin, Osman Günay
Entropy minimization based robust algorithm for adaptive networks. SIU (2012)
Fatih Erden, B. Ugur Töreyin, Emin Birey Soyer, I. Inac, Osman Günay, Kivanç Köse, A. Enis Çetin
Wavelet based flame detection using differential PIR sensors. SIU (2012)
Osman Günay, Behcet Ugur Töreyin, Kivanç Köse, A. Enis Çetin
Entropy functional based adaptive decision fusion framework. SIU (2012)
Kivanç Köse, Volkan Cevher, A. Enis Çetin
Filtered Variation method for denoising and sparse signal processing. ICASSP (2012)
Kosmas Dimitropoulos, Osman Gunay, Kivanç Köse, Fatih Erden, F. Chaabene, Filareti Tsalakanidou, Nikolaos Grammalidis, A. Enis Çetin
Flame Detection for Video-Based Early Fire Warning for the Protection of Cultural Heritage. EuroMed (2012)
Kivanç Köse, A. Enis Çetin
Low-Pass Filtering of Irregularly Sampled Signals Using a Set Theoretic Framework [Lecture Notes]. IEEE Signal Process. Mag. 28 (4) (2011)
Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin
Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video CoRR (2011)
Kivanç Köse, Osman Gunay, A. Enis Çetin
Compressive Sensing Using the Entropy Functional CoRR (2011)
Nikos Grammalidis, A. Enis Çetin, Kosmas Dimitropoulos, Filareti Tsalakanidou, Kivanç Köse, Osman Günay, Benedict Gouverneur, Dino Torri, Ercan E. Kuruoglu, Saverio Tozzi, Amel Benazza, Ferdaous Chaabane, Bilgin Kosucu, Cem Ersoy
A multi-sensor network for the protection of cultural heritage. EUSIPCO (2011)
Alexander Suhre, Kivanç Köse, A. Enis Çetin, Metin N. Gurcan
Content-adaptive color transform for image compression. ICIP (2010)
Kivanç Köse, A. Enis Çetin, Ugur Güdükbay, Levent Onural
3D Model compression using Connectivity-Guided Adaptive Wavelet Transform built into 2D SPIHT. J. Vis. Commun. Image Represent. 21 (1) (2010)
Kivanç Köse, Erdal Yilmaz, A. Enis Çetin
Progressive Compression of Digital Elevation Data using Meshes. IGARSS (4) (2009)